Amazon SageMaker Gets Serious GPU Upgrade with G7 Instances

Amazon SageMaker AI inference now supports G7 instances powered by NVIDIA RTX PRO 4500 Blackwell GPUs, delivering up to 4.6x faster performance than previous G6 models. These beasts pack 32 GB of GPU memory per GPU, 7x better networking, and massive NVMe storage—perfect for running those chunky 7B–30B parameter models without breaking a sweat. No more painful over-provisioning or model quantizing just to fit in memory. Deploy via SageMaker console, API, or SDK and start serving generative AI models like a pro.